stdcseg

Rethinking BiSeNet For Real-time Semantic Segmentation

Reference

Fan, Mingyuan, Shenqi Lai, Junshi Huang, Xiaoming Wei, Zhenhua Chai, Junfeng Luo, and Xiaolin Wei. "Rethinking BiSeNet For Real-time Semantic Segmentation." In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, pp. 9716-9725. 2021.

Performance

CityScapes

Model	Backbone	Resolution	Training Iters	mIoU	mIoU (flip)	mIoU (ms+flip)	Links
STDC1-Seg50	STDC1	1024x512	80000	74.74%	75.71%	76.77%	model | log | vdl
STDC2-Seg50	STDC2	1024x512	80000	77.60%	78.32%	79.09%	model | log | vdl

Pascal VOC 2012 + Aug

Model	Backbone	Resolution	Training Iters	mIoU	mIoU (flip)	mIoU (ms+flip)	Links
STDC1-Seg50	STDC1	512x512	40000	68.06%	68.48%	69.26%	model | log | vdl
STDC2-Seg50	STDC2	512x512	40000	68.98%	70.07%	70.72%	model | log | vdl